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What is an LLM and how does it work?

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Answer

A Language Model (LLM) is a type of artificial intelligence designed to understand and generate human language. It works by analyzing vast amounts of text data to learn patterns, grammar, context, and semantics. The model uses deep learning techniques, particularly neural networks, to predict the likelihood of a sequence of words. When given a prompt, the LLM generates coherent text based on the patterns it has learned, making it useful for applications such as chatbots, content generation, and translation.

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Profile of Nedhir B., AI/Machine Learning Developer at Softaims
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Nedhir B., AI/Machine Learning Developer at Softaims

Nedhir B.

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    Softaims Member Since 2021
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My name is Nedhir B. and I have over 4 years years of experience in the tech industry. I specialize in the following technologies: Python, TensorFlow, Machine Learning, Flask, GPT-3, etc.. I hold a degree in Engineer's degree, Licentiate degree. Some of the notable projects I’ve worked on include: ML Model Optimization, Regularization, Flutter Gallery search app with machine learning, (Backtrader)trading strategy backtest, trading strategy backtest. I am based in Tunis, Tunisia. I've successfully completed 5 projects while developing at Softaims. I value a collaborative environment where shared knowledge leads to superior outcomes. I actively mentor junior team members, conduct thorough quality reviews, and champion engineering best practices across the team. I believe that the quality of the final product is a direct reflection of the team's cohesion and skill. My experience at Softaims has refined my ability to effectively communicate complex technical concepts to non-technical stakeholders, ensuring project alignment from the outset. I am a strong believer in transparent processes and iterative delivery. My main objective is to foster a culture of quality and accountability. I am motivated to contribute my expertise to projects that require not just technical skill, but also strong organizational and leadership abilities to succeed.

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  • Experience4 years
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Profile of Badmus O., Full Stack Developer at Softaims
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Badmus O., Full Stack Developer at Softaims

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My name is Badmus O. and I have over 5 years years of experience in the tech industry. I specialize in the following technologies: API, PostgreSQL, Python, RESTful API, Docker, etc.. I hold a degree in Bachelor of Science (BS). Some of the notable projects I’ve worked on include: Meeney, Foxycabs, Learnmav, Zennal, Homesettler, etc.. I am based in Ibadan, Nigeria. I've successfully completed 9 projects while developing at Softaims. I approach every technical challenge with a mindset geared toward engineering excellence and robust solution architecture. I thrive on translating complex business requirements into elegant, efficient, and maintainable outputs. My expertise lies in diagnosing and optimizing system performance, ensuring that the deliverables are fast, reliable, and future-proof. The core of my work involves adopting best practices and a disciplined methodology, focusing on meticulous planning and thorough verification. I believe that sustainable solution development requires discipline and a deep commitment to quality from inception to deployment. At Softaims, I leverage these skills daily to build resilient systems that stand the test of time. I am dedicated to making a tangible difference in client success. I prioritize clear communication and transparency throughout the development lifecycle to ensure every deliverable exceeds expectations.

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  • Experience5 years
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Profile of James L., AI/Machine Learning Developer at Softaims
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James L., AI/Machine Learning Developer at Softaims

James L.

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My name is James L. and I have over 1 year years of experience in the tech industry. I specialize in the following technologies: Python, Django, Flask, GPT-4, GPT API, etc.. I hold a degree in Associate's degree, Bachelor of Arts (BA). Some of the notable projects I’ve worked on include: Loumi Skincare Website, Ritualist Website Enhancement, Osensia E-commerce Enhancement, All Hung Up Hangers, Auto Photo Compress, etc.. I am based in Walla Walla, United States. I've successfully completed 7 projects while developing at Softaims. I specialize in architecting and developing scalable, distributed systems that handle high demands and complex information flows. My focus is on building fault-tolerant infrastructure using modern cloud practices and modular patterns. I excel at diagnosing and resolving intricate concurrency and scaling issues across large platforms. Collaboration is central to my success; I enjoy working with fellow technical experts and product managers to define clear technical roadmaps. This structured approach allows the team at Softaims to consistently deliver high-availability solutions that can easily adapt to exponential growth. I maintain a proactive approach to security and performance, treating them as integral components of the design process, not as afterthoughts. My ultimate goal is to build the foundational technology that powers client success and innovation.

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Profile of Jose P., AI/Machine Learning Developer at Softaims
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Jose P., AI/Machine Learning Developer at Softaims

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My name is Jose P. and I have over 2 years years of experience in the tech industry. I specialize in the following technologies: Data Analytics, Python, Data Science, Machine Learning, Docker, etc.. I hold a degree in Bachelor of Science (BS), Bachelor of Science (BS), Master's degree. Some of the notable projects I’ve worked on include: Computer vision: auto-tooling for the game Cookie Clicker, Minerva Hydraulics™, Natural Language to SQL Agent, Advanced drilling analytics, Web app with Machine Learning and Generative AI. I am based in Calgary, Canada. I've successfully completed 5 projects while developing at Softaims. I approach every technical challenge with a mindset geared toward engineering excellence and robust solution architecture. I thrive on translating complex business requirements into elegant, efficient, and maintainable outputs. My expertise lies in diagnosing and optimizing system performance, ensuring that the deliverables are fast, reliable, and future-proof. The core of my work involves adopting best practices and a disciplined methodology, focusing on meticulous planning and thorough verification. I believe that sustainable solution development requires discipline and a deep commitment to quality from inception to deployment. At Softaims, I leverage these skills daily to build resilient systems that stand the test of time. I am dedicated to making a tangible difference in client success. I prioritize clear communication and transparency throughout the development lifecycle to ensure every deliverable exceeds expectations.

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  • Experience2 years
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Profile of Victory N., Data Analyst at Softaims
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Victory N., Data Analyst at Softaims

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My name is Victory N. and I have over 3 years years of experience in the tech industry. I specialize in the following technologies: Data Science, Python, SQL, Data Analytics, AI Chatbot, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I’ve worked on include: Case Radar - A Generative AI Application for Nigerians to know the law, How to Build RAG Apps with Pinecone, OpenAI, Langchain & Python, Sentiment Analysis Website, How to Add Memory to RAG Applications and AI Agents. I am based in Abuja, Nigeria. I've successfully completed 4 projects while developing at Softaims. I approach every technical challenge with a mindset geared toward engineering excellence and robust solution architecture. I thrive on translating complex business requirements into elegant, efficient, and maintainable outputs. My expertise lies in diagnosing and optimizing system performance, ensuring that the deliverables are fast, reliable, and future-proof. The core of my work involves adopting best practices and a disciplined methodology, focusing on meticulous planning and thorough verification. I believe that sustainable solution development requires discipline and a deep commitment to quality from inception to deployment. At Softaims, I leverage these skills daily to build resilient systems that stand the test of time. I am dedicated to making a tangible difference in client success. I prioritize clear communication and transparency throughout the development lifecycle to ensure every deliverable exceeds expectations.

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Mandip R., Full Stack Developer at Softaims

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My name is Mandip R. and I have over 5 years years of experience in the tech industry. I specialize in the following technologies: Next.js, AngularJS, node.js, vue.js, React, etc.. I hold a degree in , Bachelor of Science (BS). Some of the notable projects I’ve worked on include: Total Video Production - Editing, Production, Scripting, and Voiceover, Logo Design - Basketball Teams, Paintbrush Characters - Graphic Design, Ecommerce Website - GLAD Gift Shop, Website Development - Dreamerz Only Inc. I am based in Stockton, United States. I've successfully completed 5 projects while developing at Softaims. I value a collaborative environment where shared knowledge leads to superior outcomes. I actively mentor junior team members, conduct thorough quality reviews, and champion engineering best practices across the team. I believe that the quality of the final product is a direct reflection of the team's cohesion and skill. My experience at Softaims has refined my ability to effectively communicate complex technical concepts to non-technical stakeholders, ensuring project alignment from the outset. I am a strong believer in transparent processes and iterative delivery. My main objective is to foster a culture of quality and accountability. I am motivated to contribute my expertise to projects that require not just technical skill, but also strong organizational and leadership abilities to succeed.

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Profile of Andrei Daniel P., AI/Machine Learning Developer at Softaims
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Andrei Daniel P., AI/Machine Learning Developer at Softaims

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My name is Andrei Daniel P. and I have over 10 years years of experience in the tech industry. I specialize in the following technologies: API Development, Custom PHP, Laravel, Application Performance Monitoring Software, New Relic, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I’ve worked on include: Reggio Emilia real estate portal for listings valuations, and ads, Italian site for fast access to local government services and payments, Production ready Docker Compose stack for Laravel with Traefik, Monitoring and Observability setup and maintenance for Saas project, Monitoring and Observability setup and maintenance for Saas project, etc.. I am based in Rio Saliceto, Italy. I've successfully completed 15 projects while developing at Softaims. I possess comprehensive technical expertise across the entire solution lifecycle, from user interfaces and information management to system architecture and deployment pipelines. This end-to-end perspective allows me to build solutions that are harmonious and efficient across all functional layers. I excel at managing technical health and ensuring that every component of the system adheres to the highest standards of performance and security. Working at Softaims, I ensure that integration is seamless and the overall architecture is sound and well-defined. My commitment is to taking full ownership of project delivery, moving quickly and decisively to resolve issues and deliver high-quality features that meet or exceed the client's commercial objectives.

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  • Experience10 years
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Profile of Ausaf Ahmed V., Full Stack Developer at Softaims
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Ausaf Ahmed V., Full Stack Developer at Softaims

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    Softaims Member Since 2024
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My name is Ausaf Ahmed V. and I have over 1 year years of experience in the tech industry. I specialize in the following technologies: React, JavaScript, React Native, TypeScript, Mobile App Development, etc.. I hold a degree in Master of Computer Science (MSCS). Some of the notable projects I’ve worked on include: MyChart AI Mobile App, Planet Fitness Web App, iFIT Web App, Thrive AI Mobile App, TickTick Mobile App, etc.. I am based in McKinney, United States. I've successfully completed 7 projects while developing at Softaims. My expertise lies in deeply understanding and optimizing solution performance. I have a proven ability to profile systems, analyze data access methods, and implement caching strategies that dramatically reduce latency and improve responsiveness under load. I turn slow systems into high-speed performers. I focus on writing highly efficient, clean, and well-documented code that minimizes resource consumption without sacrificing functionality. This dedication to efficiency is how I contribute measurable value to Softaims’ clients by reducing infrastructure costs and improving user satisfaction. I approach every project with a critical eye for potential bottlenecks, proactively designing systems that are efficient from the ground up. I am committed to delivering software that sets the standard for speed and reliability.

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Profile of Sanny D., Full Stack Developer at Softaims
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Sanny D., Full Stack Developer at Softaims

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My name is Sanny D. and I have over 10 years years of experience in the tech industry. I specialize in the following technologies: System Administration, Azure, Microsoft Exchange Server, VICIDIAL, Kubernetes, etc.. I hold a degree in Engineer's degree. Some of the notable projects I’ve worked on include: XENDESKTOP AND VDI IMPLEMENTATION, CITRIX Virtualization and Citrix ADC IMPLEMENTATION, Linux Centos Based Zimbra Mail Server Setup, Call Center Setup, Integrated Asterisk with OpenBTS GSM System, etc.. I am based in Santiago, Dominican Republic. I've successfully completed 7 projects while developing at Softaims. I employ a methodical and structured approach to solution development, prioritizing deep domain understanding before execution. I excel at systems analysis, creating precise technical specifications, and ensuring that the final solution perfectly maps to the complex business logic it is meant to serve. My tenure at Softaims has reinforced the importance of careful planning and risk mitigation. I am skilled at breaking down massive, ambiguous problems into manageable, iterative development tasks, ensuring consistent progress and predictable delivery schedules. I strive for clarity and simplicity in both my technical outputs and my communication. I believe that the most powerful solutions are often the simplest ones, and I am committed to finding those elegant answers for our clients.

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  • Experience10 years
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Profile of Omri I., Full Stack Developer at Softaims
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Omri I., Full Stack Developer at Softaims

Omri I.

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    Israel
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    Softaims Member Since 2017
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My name is Omri I. and I have over 8 years years of experience in the tech industry. I specialize in the following technologies: React, Next.js, React Native, Angular, node.js, etc.. I hold a degree in Associate's degree. Some of the notable projects I’ve worked on include: Toyota Connected, Mama Biotech, Robohold App, One Submit, Ticket Marketplace, etc.. I am based in Tel Aviv, Israel. I've successfully completed 11 projects while developing at Softaims. My expertise lies in deeply understanding and optimizing solution performance. I have a proven ability to profile systems, analyze data access methods, and implement caching strategies that dramatically reduce latency and improve responsiveness under load. I turn slow systems into high-speed performers. I focus on writing highly efficient, clean, and well-documented code that minimizes resource consumption without sacrificing functionality. This dedication to efficiency is how I contribute measurable value to Softaims’ clients by reducing infrastructure costs and improving user satisfaction. I approach every project with a critical eye for potential bottlenecks, proactively designing systems that are efficient from the ground up. I am committed to delivering software that sets the standard for speed and reliability.

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  • Experience8 years
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